The domain of artificial intelligence (AI) is rapidly evolving, driven by the volume of data available today. To truly excel AI, a deep understanding of data science principles is essential. Data scientists act as the catalysts behind AI, transforming raw data into valuable information that fuels intelligent systems. Through their expertise in algo